Schennach, S. M.; Hu, Yingyao - In: Journal of the American Statistical Association 108 (2013) 501, pp. 177-186
Virtually all methods aimed at correcting for covariate measurement error in regressions rely on some form of additional information (e.g., validation data, known error distributions, repeated measurements, or instruments). In contrast, we establish that the fully nonparametric classical...